2 papers
cs.CL2025
EIoU-EMC: A Novel Loss for Domain-specific Nested Entity Recognition
Jian Zhang, Tianqing Zhang, Qi Li +1
In recent years, research has mainly focused on the general NER task. There still have some challenges with nested NER task in the specific domains. Specifically, the scenarios of…
cs.CL2024
Retrieval Augmented Instruction Tuning for Open NER with Large Language Models
Tingyu Xie, Jian Zhang, Yan Zhang +3
The strong capability of large language models (LLMs) has been applied to information extraction (IE) through either retrieval augmented prompting or instruction tuning (IT). Howev…